Online word-of-mouth, understanding what percentage of the conversation is dedicated to certain terms, where the conversations take place, and a (somewhat brief) look at the demographics of those talking about the researched product/service

Usability

Reliability

Integration

Ideally, the tool would allow users to manually change the sentiment returns of comments from within MAP, and MAP would save the edited version. The users could fix poor sentiment returns via crowdsourcing.